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Source channel @githubtrending · Post #15539 · Mar 5

#python#agent#llm#llm_agent#llm_reasoning#machine_learning_systems#mlsys#reinforcement_learning#rl AReaL is a free, open-source system for fast asynchronous reinforcement learning to train large AI models in math, coding, search, and agents. It decouples generation and training for up to 2.77x speedup, stable performance, and easy setup on single or 1000+ GPUs with algorithms like GRPO/PPO. Install via git/pip, run examples like GSM8K math instantly. You benefit by building top AI agents affordably and quickly, reproducing results with shared data/models, saving time/money vs. slow synchronous tools. https://github.com/inclusionAI/AReaL

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Addis Standard

@addisstandardeng · Post #21499 · 02/23/2026, 11:50 AM

#Eritrea refugees held, tortured in #Egypt: NGO More than 3,000 Eritrean refugees have been detained in Egypt this year and some have reported sexual violence and torture, a human rights #NGO said Monday. Eritrea, a Horn of Africa country of approximately 3.5 million inhabitants, has one of the most repressive governments in the world. Led since 1993 by President Isaias Afwerki, who has never held an election, its citizens face indefinite military service that leads many young men to flee the country. A report published by Human Rights Concern – Eritrea (#HRCE) said more than 3,000 refugees from the country have been arrested in Egypt since January 10. It collected testimonies and photographs to show that many had suffered "beatings and burns inflicted with hot water and corrosive substances", and sexual violence. Two young children have reportedly died...... https://web.facebook.com/AddisstandardEng/posts/pfbid0pAfsuDfZ61eDyhzJSPqWXwKYP48C31ng8pewvPg9ih1FgawXwh8bzCACYuaSq9aul?_rdc=1&_rdr